Sivaraj Arumugam is an accomplished data professional with extensive experience in data engineering, data science, and management information systems. Since February 2017, Sivaraj has been a crucial part of TVS Credit Services Ltd., initially serving as a Senior MIS Executive and progressing to Assistant Manager MIS, and currently, a Data Engineer and Data Scientist. In this capacity, Sivaraj focuses on identifying and integrating new datasets, performing data analysis, and implementing analytical models while ensuring data quality and accuracy. Previously, Sivaraj gained valuable experience at Hinduja Global Services and iEnergizer, where responsibilities included preparing timely reports, handling multiple databases, and training staff to improve quality standards within teams.